Edimorina Morina developed a time-bounded optimization feature for the ArianitHalimi/AIN_25 repository, implementing a Simulated Annealing With Cutoff heuristic in Python to ensure predictable solver runtimes. The work involved refactoring the solver’s main loop, removing unused code, and preparing the workflow for production integration, which improved maintainability and onboarding for future deployments. Edimorina demonstrated skills in algorithm implementation, code refactoring, and optimization, focusing on clean, well-documented code. By providing a demonstration usage and aligning the codebase with production standards, Edimorina addressed the need for efficient, reliable optimization routines within the project’s software development lifecycle.